| LaBSE |
LaBSE |
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| Statistic | Value | | mean_true | 0.862219 | | std_true | 0.087595 | | mean_random | 0.147383 | | std_random | 0.095485 | | snr | 7.486350 | | ks_p_value | 0.000000 | |
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| Statistic | Value | | recall@k | 0.986000 | | precision@k | 0.197200 | | mean reciprocal rank | 0.976524 | |
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| DistilUSE |
DistilUSE |
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| Statistic | Value | | mean_true | 0.740668 | | std_true | 0.131409 | | mean_random | 0.023632 | | std_random | 0.078700 | | snr | 9.111024 | | ks_p_value | 0.000000 | |
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| Statistic | Value | | recall@k | 0.974700 | | precision@k | 0.194940 | | mean reciprocal rank | 0.960042 | |
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| ppMiniLM |
ppMiniLM |
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| Statistic | Value | | mean_true | 0.845384 | | std_true | 0.109365 | | mean_random | 0.175116 | | std_random | 0.133645 | | snr | 5.015300 | | ks_p_value | 0.000000 | |
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| Statistic | Value | | recall@k | 0.957850 | | precision@k | 0.191570 | | mean reciprocal rank | 0.938954 | |
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| baaiBgeM3 |
baaiBgeM3 |
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| Statistic | Value | | mean_true | 0.814959 | | std_true | 0.088910 | | mean_random | 0.377987 | | std_random | 0.071603 | | snr | 6.102736 | | ks_p_value | 0.000000 | |
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| Statistic | Value | | recall@k | 0.974650 | | precision@k | 0.194930 | | mean reciprocal rank | 0.959939 | |
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| gte_m_ling_Base |
gte_m_ling_Base |
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| Statistic | Value | | mean_true | 0.862917 | | std_true | 0.066764 | | mean_random | 0.454276 | | std_random | 0.062600 | | snr | 6.527863 | | ks_p_value | 0.000000 | |
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| Statistic | Value | | recall@k | 0.973150 | | precision@k | 0.194630 | | mean reciprocal rank | 0.958895 | |
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| multi_ling_e5_LI |
multi_ling_e5_LI |
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| Statistic | Value | | mean_true | 0.917972 | | std_true | 0.031002 | | mean_random | 0.758028 | | std_random | 0.032959 | | snr | 4.852877 | | ks_p_value | 0.000000 | |
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| Statistic | Value | | recall@k | 0.941850 | | precision@k | 0.188370 | | mean reciprocal rank | 0.918409 | |
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| paraphrase_ML_v2 |
paraphrase_ML_v2 |
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| Statistic | Value | | mean_true | 0.845384 | | std_true | 0.109365 | | mean_random | 0.175116 | | std_random | 0.133645 | | snr | 5.015300 | | ks_p_value | 0.000000 | |
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| Statistic | Value | | recall@k | 0.957850 | | precision@k | 0.191570 | | mean reciprocal rank | 0.938954 | |
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| distil_U_baseML_Cv2 |
distil_U_baseML_Cv2 |
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| Statistic | Value | | mean_true | 0.842284 | | std_true | 0.109548 | | mean_random | 0.023780 | | std_random | 0.082245 | | snr | 9.952019 | | ks_p_value | 0.000000 | |
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| Statistic | Value | | recall@k | 0.975900 | | precision@k | 0.195180 | | mean reciprocal rank | 0.964685 | |
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